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testReport.py
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testReport.py
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import unittest
import warnings
import collections
import pickle
import pygsti
import os
import shutil
import subprocess
from pygsti.construction import std1Q_XYI as std
from ..testutils import compare_files, temp_files
import numpy as np
# Inherit setup from here
from .reportBaseCase import ReportBaseCase
bLatex = bool('PYGSTI_LATEX_TESTING' in os.environ and
os.environ['PYGSTI_LATEX_TESTING'].lower() in ("yes","1","true"))
try:
import pandas
bPandas = True
except ImportError:
bPandas = False
class TestReport(ReportBaseCase):
def checkFile(self, fn):
if 'PYGSTI_DEEP_TESTING' in os.environ and \
os.environ['PYGSTI_DEEP_TESTING'].lower() in ("yes","1","true"):
# Deep testing -- do latex comparison
cmpFilenm = compare_files + "/%s" % fn
if os.path.exists(cmpFilenm):
linesToTest = open(temp_files + "/%s" % fn).readlines()
linesOK = open(cmpFilenm).readlines()
self.assertEqual(linesToTest,linesOK)
else:
print("WARNING! No reference file to compare against: %s" % cmpFilenm)
else:
# Normal testing -- no latex comparison
pass
def test_offline_zip(self):
pygsti.report.create_offline_zip(temp_files + "/.")
def test_failures(self):
self.assertWarns(pygsti.report.create_general_report, self.results, temp_files + "/XXX")
with self.assertRaises(ValueError): # backward compat catch - when forget to specify title
pygsti.report.create_standard_report(self.results,temp_files+"/XXX", 95)
with self.assertRaises(ValueError): #PDF report with multiple gauge opts
pygsti.report.create_standard_report(self.results,temp_files + "/XXX.pdf")
def test_std_clifford_comp(self):
self.assertTrue(pygsti.report.factory.find_std_clifford_compilation(std.gs_target,3) is not None)
nonStdGS = std.gs_target.rotate((0.15,-0.03,0.03))
self.assertTrue(pygsti.report.factory.find_std_clifford_compilation(nonStdGS) is None)
def test_reports_chi2_noCIs(self):
vs = self.versionsuffix
pygsti.report.create_standard_report(self.results,temp_files + "/general_reportA",
confidenceLevel=None, verbosity=3, auto_open=False) # omit title as test
#Test advanced options
linkto = ()
if bLatex: linkto = ('tex','pdf') + linkto #Note: can't render as 'tex' without matplotlib b/c of figs
if bPandas: linkto = ('pkl',) + linkto
results_odict = collections.OrderedDict([("One", self.results), ("Two",self.results)])
pygsti.report.create_standard_report(results_odict,temp_files + "/general_reportA_adv1",
confidenceLevel=None, verbosity=3, auto_open=False,
advancedOptions={'errgen_type': "logG-logT",
'precision': {'normal': 2, 'polar': 1, 'sci': 1}},
link_to=linkto)
pygsti.report.create_standard_report({"One": self.results, "Two": self.results_logL},temp_files + "/general_reportA_adv2",
confidenceLevel=None, verbosity=3, auto_open=False,
advancedOptions={'errgen_type': "logTiG",
'precision': 2, #just a single int
'resizable': False,
'autosize': 'none'})
#test latex reporting
if bLatex:
pygsti.report.create_standard_report(self.results.view("default","go0"),temp_files + "/general_reportA.pdf",
confidenceLevel=None, verbosity=3, auto_open=False)
#Compare the html files?
#self.checkFile("general_reportA%s.html" % vs)
def test_reports_chi2_wCIs(self):
vs = self.versionsuffix
crfact = self.results.estimates['default'].add_confidence_region_factory('go0', 'final')
crfact.compute_hessian(comm=None)
crfact.project_hessian('intrinsic error')
pygsti.report.create_standard_report(self.results,temp_files + "/general_reportB",
"Report B", confidenceLevel=95, verbosity=3, auto_open=False)
#Compare the html files?
#self.checkFile("general_reportB%s.html" % vs)
def test_reports_chi2_nonMarkCIs(self):
vs = self.versionsuffix
crfact = self.results.estimates['default'].add_confidence_region_factory('go0', 'final')
crfact.compute_hessian(comm=None)
crfact.project_hessian('std')
#Note: Negative confidence levels no longer trigger non-mark error bars; this is done via "nm threshold"
pygsti.report.create_standard_report(self.results,temp_files + "/general_reportE",
"Report E", confidenceLevel=95, verbosity=3, auto_open=False,
advancedOptions={'nm threshold': -10})
#Compare the html files?
#self.checkFile("general_reportC%s.html" % vs)
def test_reports_logL_TP_noCIs(self):
vs = self.versionsuffix
#Also test adding a model-test estimate to this report
gs_guess = std.gs_target.depolarize(gate_noise=0.07,spam_noise=0.03)
results = self.results_logL.copy()
results.add_model_test(std.gs_target, gs_guess, estimate_key='Test', gauge_opt_keys="auto")
#Note: this report will have (un-combined) Robust estimates too
pygsti.report.create_standard_report(results,temp_files + "/general_reportC",
"Report C", confidenceLevel=None, verbosity=3, auto_open=False,
advancedOptions={'combine_robust': False} )
#Compare the html files?
#self.checkFile("general_reportC%s.html" % vs)
def test_reports_logL_TP_wCIs(self):
vs = self.versionsuffix
#Use propagation method instead of directly computing a factory for the go0 gauge-opt
crfact = self.results.estimates['default'].add_confidence_region_factory('final iteration estimate', 'final')
crfact.compute_hessian(comm=None)
self.results.estimates['default'].gauge_propagate_confidence_region_factory('go0') #instead of computing one
crfact = self.results.estimates['default'].get_confidence_region_factory('go0') #was created by propagation
crfact.project_hessian('optimal gate CIs')
#Note: this report will have Robust estimates too
pygsti.report.create_standard_report(self.results_logL,temp_files + "/general_reportD",
"Report D", confidenceLevel=95, verbosity=3, auto_open=False)
#Compare the html files?
#self.checkFile("general_reportD%s.html" % vs)
def test_reports_multiple_ds(self):
vs = self.versionsuffix
#Note: this report will have (un-combined) Robust estimates too
pygsti.report.create_standard_report({"chi2": self.results, "logl": self.results_logL},
temp_files + "/general_reportF",
"Report F", confidenceLevel=None, verbosity=3, auto_open=False)
#Compare the html files?
#self.checkFile("general_reportC%s.html" % vs)
def test_report_notebook(self):
pygsti.report.create_report_notebook(self.results_logL, temp_files + "/report_notebook.ipynb", None,
verbosity=3)
pygsti.report.create_report_notebook({'one': self.results_logL, 'two': self.results_logL},
temp_files + "/report_notebook.ipynb", None,
verbosity=3) # multiple comparable datasets
def test_inline_template(self):
#Generate some results (quickly)
gs_tgt = std.gs_target.copy()
gs_datagen = gs_tgt.depolarize(gate_noise=0.01,spam_noise=0.01)
gateStrings = pygsti.construction.make_lsgst_experiment_list(
gs_tgt, std.fiducials, std.fiducials, std.germs,[1])
ds = pygsti.construction.generate_fake_data(
gs_datagen, gateStrings, nSamples=10000, sampleError='round')
gs_test = gs_tgt.depolarize(gate_noise=0.01,spam_noise=0.01)
results = pygsti.do_model_test(gs_test, ds, gs_tgt, std.fiducials, std.fiducials, std.germs, [1])
#Mimic factory report creation to test "inline" rendering of switchboards, tables, and figures:
qtys = {}
qtys['title'] = "Test Inline Report"
qtys['date'] = "THE DATE"
qtys['confidenceLevel'] = "NOT-SET"
qtys['linlg_pcntle'] = "95"
qtys['linlg_pcntle_inv'] = "5"
#qtys['errorgenformula'], qtys['errorgendescription'] = _errgen_formula(errgen_type, fmt)
qtys['pdfinfo'] = "PDFINFO"
# Generate Switchboard
ws = pygsti.report.Workspace()
printer = pygsti.obj.VerbosityPrinter(1)
switchBd, dataset_labels, est_labels, gauge_opt_labels, Ls, swLs = \
pygsti.report.factory._create_master_switchboard(ws, {'MyTest': results}, None, 10,
printer, 'html', False)
gsTgt = switchBd.gsTarget
ds = switchBd.ds
eff_ds = switchBd.eff_ds
modvi_ds = switchBd.modvi_ds
prepStrs = switchBd.prepStrs
effectStrs = switchBd.effectStrs
germs = switchBd.germs
strs = switchBd.strs
cliffcomp = switchBd.clifford_compilation
def addqty(b, name, fn, *args, **kwargs):
qtys[name] = fn(*args, **kwargs)
addqty(2,'targetSpamBriefTable', ws.SpamTable, gsTgt, None, display_as='boxes', includeHSVec=False)
addqty(2,'targetGatesBoxTable', ws.GatesTable, gsTgt, display_as="boxes")
addqty(2,'datasetOverviewTable', ws.DataSetOverviewTable, ds)
gsFinal = switchBd.gsFinal
gsGIRep = switchBd.gsGIRep
gsEP = switchBd.gsGIRepEP
cri = None
addqty(4,'bestGatesetSpamParametersTable', ws.SpamParametersTable, switchBd.gsTargetAndFinal,
['Target','Estimated'], cri )
addqty(4,'bestGatesetSpamBriefTable', ws.SpamTable, switchBd.gsTargetAndFinal,
['Target','Estimated'], 'boxes', cri, includeHSVec=False)
addqty(4,'bestGatesetSpamVsTargetTable', ws.SpamVsTargetTable, gsFinal, gsTgt, cri)
addqty(4,'bestGatesetGaugeOptParamsTable', ws.GaugeOptParamsTable, switchBd.goparams)
addqty(4,'bestGatesetGatesBoxTable', ws.GatesTable, switchBd.gsTargetAndFinal,
['Target','Estimated'], "boxes", cri)
# Generate plots
addqty(4,'gramBarPlot', ws.GramMatrixBarPlot, ds,gsTgt,10,strs)
# 3) populate template file => report file
templateFile = "../../../../test/test_packages/cmp_chk_files/report_dashboard_template.html"
# trickery to use a template in nonstadard location
linkto = ()
if bLatex: linkto = ('tex','pdf') + linkto #Note: can't render as 'tex' without matplotlib b/c of figs
if bPandas: linkto = ('pkl',) + linkto
toggles = {'CompareDatasets': False, 'ShowScaling': False, 'CombineRobust': True }
if os.path.exists(temp_files + "/inline_report.html.files"):
shutil.rmtree(temp_files + "/inline_report.html.files") #clear figures directory
pygsti.report.merge_helpers.merge_html_template(qtys, templateFile, temp_files + "/inline_report.html",
auto_open=False, precision=None, link_to=linkto,
connected=False, toggles=toggles, renderMath=True,
resizable=True, autosize='none', verbosity=printer)
def test_table_formatting(self):
vec = np.array( [1.0,2.0,3.0] )
mx = np.identity( 2, 'd' )
rank3Tensor = np.zeros( (2,2,2), 'd')
f = 10.0
l = [10.0, 20.0]
class weirdType:
def __init__(self):
pass
def __str__(self):
return "weird"
w = weirdType()
from pygsti.report.convert import converter
specs = dict(longtables=False, tableID=None, tableclass=None,
scratchDir=None, precision=6, polarprecision=3, sciprecision=0,
resizable=False, autosize=False, fontsize=None, complexAsPolar=True,
brackets=False)
html = converter('html') # Retrieve low-level formatters
latex = converter('latex')
print("Float formatting")
html(f, specs)
latex(f, specs)
print("List formatting")
html(l, specs)
latex(l, specs)
print("Arbitrary class formatting")
html(w, specs)
latex(w, specs)
print("Vector formatting")
html(vec, specs)
latex(vec, specs)
print("Vector formatting (w/brackets)")
specs['brackets'] = True
html(vec, specs)
latex(vec, specs)
specs['brackets'] = False
print("Matrix formatting")
specs['fontsize'] = 8
html(mx, specs)
latex(mx, specs)
specs['fontsize'] = None
print("Value formatting")
specs['precision'] = 2
specs['complexAsPolar'] = True
for complxAsPolar in (True,False):
for x in (0.001,0.01,1.0,10.0,100.0,1000.0,10000.0,1.0+1.0j,10j,1.0+1e-10j,1e-10j,"N/A"):
html(x, specs)
latex(x, specs)
with self.assertRaises(ValueError):
html(rank3Tensor, specs)
with self.assertRaises(ValueError):
latex(rank3Tensor, specs)
def test_factory_helpers(self):
pygsti.report.factory._errgen_formula("logTiG", "latex")
pygsti.report.factory._errgen_formula("logGTi", "latex")
pygsti.report.factory._errgen_formula("logG-logT", "latex")
pygsti.report.factory._errgen_formula("foobar", "latex")
def test_merge_helpers(self):
""" Tests boundary cases for merge_helpers.py functinos """
import pygsti.report.merge_helpers as mh
# ---- insert_resource ----
mh.insert_resource(connected=True, online_url="http://myurl.com/myfile.js",
offline_filename="myOfflineFile.js")
mh.insert_resource(connected=True, online_url="http://myurl.com/myfile.js",
offline_filename=None, integrity="TEST", crossorigin="TEST")
with self.assertRaises(ValueError):
mh.insert_resource(connected=True, online_url=None, offline_filename="myOfflineFile.foobar")
#unknown resource type (extension)
with self.assertRaises(ValueError):
mh.insert_resource(connected=False, online_url=None, offline_filename="myOfflineFile.foobar")
#unknown resource type (extension)
# ---- rsync_offline_dir ----
outputDir = temp_files + "/rsync_offline_testdir"
if os.path.exists(outputDir):
shutil.rmtree(outputDir) #make sure no directory exists
mh.rsync_offline_dir(outputDir) #creates outputDir
os.remove(os.path.join(outputDir, "offline/README.txt")) # remove a single file
mh.rsync_offline_dir(outputDir) #creates *only* the single file removed
# ---- read_and_preprocess_template ----
tmpl = "#iftoggle(tname)\nSomething\n#elsetoggle\nNO END TOGGLE!"
with open(temp_files + "/test_toggles.txt","w") as f:
f.write(tmpl)
with self.assertRaises(AssertionError):
mh.read_and_preprocess_template(temp_files + "/test_toggles.txt", {'tname': True}) # no #endtoggle
tmpl = "#iftoggle(tname)\nSomething\nNO ELSE OR END TOGGLE!"
with open(temp_files + "/test_toggles.txt","w") as f:
f.write(tmpl)
with self.assertRaises(AssertionError):
mh.read_and_preprocess_template(temp_files + "/test_toggles.txt", {'tname': True}) # no #elsetoggle or #endtoggle
# ---- makeEmptyDir ----
dirname = temp_files + "/empty_testdir"
if os.path.exists(dirname):
shutil.rmtree(dirname) #make sure no directory exists
mh.makeEmptyDir(dirname)
# ---- fill_std_qtys ----
qtys = {}
mh.fill_std_qtys(qtys, connected=True, renderMath=True, CSSnames=[]) #test connected=True case
# ---- evaluate_call ----
printer = pygsti.obj.VerbosityPrinter(1)
stdout, stderr, returncode = mh.process_call(['ls','foobar.foobar'])
with self.assertRaises(subprocess.CalledProcessError):
mh.evaluate_call(['ls','foobar.foobar'], stdout, stderr, returncode, printer)
# ---- to_pdfinfo ----
pdfinfo = mh.to_pdfinfo([ ('key','value'),
('key2', ("TUP","LE")),
('key3', collections.OrderedDict([("One", 1), ("Two",1)])) ])
self.assertEqual(pdfinfo, "key={value},\nkey2={[TUP, LE]},\nkey3={Dict[One: 1, Two: 1]}")
#Test functions within reportables separately? This version of the test is outdated:
# def test_reportables(self):
# #Test that None is returned when qty cannot be computed
# qty = pygsti.report.reportables.compute_dataset_qty("FooBar",self.ds)
# self.assertIsNone(qty)
# qty = pygsti.report.reportables.compute_gateset_qty("FooBar",self.gs_clgst)
# self.assertIsNone(qty)
# qty = pygsti.report.reportables.compute_gateset_dataset_qty("FooBar",self.gs_clgst, self.ds)
# self.assertIsNone(qty)
# qty = pygsti.report.reportables.compute_gateset_gateset_qty("FooBar",self.gs_clgst, self.gs_clgst)
# self.assertIsNone(qty)
#
# #test ignoring gate strings not in dataset
# qty = pygsti.report.reportables.compute_dataset_qty("gate string length", self.ds,
# pygsti.construction.gatestring_list([('Gx','Gx'),('Gfoobar',)]) )
# qty = pygsti.report.reportables.compute_gateset_dataset_qty("prob(0) diff", self.gs_clgst, self.ds,
# pygsti.construction.gatestring_list([('Gx','Gx'),('Gfoobar',)]) )
# qty_str = str(qty) #test __str__
#
# #Test gateset gates mismatch
# from pygsti.construction import std1Q_XY as stdXY
# with self.assertRaises(ValueError):
# qty = pygsti.report.reportables.compute_gateset_gateset_qty(
# "Gx fidelity",std.gs_target, stdXY.gs_target) #Gi missing from 2nd gateset
# with self.assertRaises(ValueError):
# qty = pygsti.report.reportables.compute_gateset_gateset_qty(
# "Gx fidelity",stdXY.gs_target, std.gs_target) #Gi missing from 1st gateset
#def test_results_object(self):
# results = pygsti.report.Results()
# results.init_single("logl", self.targetGateset, self.ds, self.gs_clgst,
# self.lgstStrings, self.targetGateset)
#
# results.parameters.update(
# {'minProbClip': 1e-6, 'minProbClipForWeighting': 1e-4,
# 'probClipInterval': (-1e6,1e6), 'radius': 1e-4,
# 'weights': None, 'defaultDirectory': temp_files + "",
# 'defaultBasename': "MyDefaultReportName",
# 'hessianProjection': 'std'} )
#
# results.create_full_report_pdf(
# filename=temp_files + "/singleReport.pdf")
# results.create_brief_report_pdf(
# filename=temp_files + "/singleBrief.pdf")
# results.create_presentation_pdf(
# filename=temp_files + "/singleSlides.pdf")
# if self.have_python_pptx:
# results.create_presentation_ppt(
# filename=temp_files + "/singleSlides.ppt", pptTables=True)
#
# #test tree splitting of hessian
# results.parameters['memLimit'] = 10*(1024)**2 #10MB
# results.create_brief_report_pdf(confidenceLevel=95,
# filename=temp_files + "/singleBriefMemLimit.pdf")
# results.parameters['memLimit'] = 10 #10 bytes => too small
# with self.assertRaises(MemoryError):
# results.create_brief_report_pdf(confidenceLevel=90,
# filename=temp_files + "/singleBriefMemLimit.pdf")
#
#
# #similar test for chi2 hessian
# results2 = pygsti.report.Results()
# results2.init_single("chi2", self.targetGateset, self.ds, self.gs_clgst,
# self.lgstStrings, self.targetGateset)
# results2.parameters.update(
# {'minProbClip': 1e-6, 'minProbClipForWeighting': 1e-4,
# 'probClipInterval': (-1e6,1e6), 'radius': 1e-4,
# 'weights': None, 'defaultDirectory': temp_files + "",
# 'defaultBasename': "MyDefaultReportName",
# 'hessianProjection': "std"} )
# results2.parameters['memLimit'] = 10*(1024)**2 #10MB
# results2.create_brief_report_pdf(confidenceLevel=95,
# filename=temp_files + "/singleBriefMemLimit2.pdf")
# results2.parameters['memLimit'] = 10 #10 bytes => too small
# with self.assertRaises(MemoryError):
# results2.create_brief_report_pdf(confidenceLevel=90,
# filename=temp_files + "/singleBriefMemLimit2.pdf")
#
#
#
#
# results_str = str(results)
# tableNames = list(results.tables.keys())
# figNames = list(results.figures.keys())
# for g in results.gatesets:
# s = str(g)
# for g in results.gatestring_lists:
# s = str(g)
# s = str(results.dataset)
# s = str(results.options)
#
# self.assertTrue(tableNames[0] in results.tables)
#
# with self.assertRaises(KeyError):
# x = results.tables.get('foobar')
# with self.assertRaises(ValueError):
# results.tables['newKey'] = "notAllowed"
# with self.assertRaises(NotImplementedError):
# for x in results.tables: # cannot __iter__
# print(x)
# with self.assertRaises(NotImplementedError):
# for x in results.tables.iteritems(): # cannot iter
# print(x)
# with self.assertRaises(NotImplementedError):
# for x in list(results.tables.values()): # cannot iter
# print(x)
#
# pkl = pickle.dumps(results)
# results_copy = pickle.loads(pkl)
# self.assertEqual(tableNames, list(results_copy.tables.keys()))
# self.assertEqual(figNames, list(results_copy.figures.keys()))
# #self.assertEqual(results.options, results_copy.options) #need to add equal test to ResultsOptions
# self.assertEqual(results.parameters, results_copy.parameters)
#
# results2 = pygsti.report.Results()
# results2.options.template_path = "/some/path/to/templates"
# results2.options.latex_cmd = "myCustomLatex"
#
# #bad objective function name
# results_badObjective = pygsti.report.Results()
# #results_badObjective.init_single("foobar", self.targetGateset, self.ds, self.gs_clgst,
# # self.lgstStrings)
# results_badObjective.init_Ls_and_germs("foobar", self.targetGateset, self.ds, self.gs_clgst, [0], self.germs,
# [self.gs_clgst], [self.lgstStrings], self.fiducials, self.fiducials,
# pygsti.construction.repeat_with_max_length, True)
#
# with self.assertRaises(ValueError):
# results_badObjective._get_confidence_region(95)
# with self.assertRaises(ValueError):
# results_badObjective._specials['DirectLongSeqGatesets']
# with self.assertRaises(ValueError):
# results_badObjective.create_full_report_pdf(filename=temp_files + "/badReport.pdf")
# with self.assertRaises(ValueError):
# results_badObjective.create_presentation_pdf(filename=temp_files + "/badSlides.pdf")
# if self.have_python_pptx:
# with self.assertRaises(ValueError):
# results_badObjective.create_presentation_ppt(filename=temp_files + "/badSlides.pptx")
if __name__ == "__main__":
unittest.main(verbosity=2)